Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-12 0.258625 0.289927 0.324998 0.367499 0.418004 0.476604 0.550483
2025-01-19 0.202337 0.241640 0.289812 0.354332 0.440291 0.553632 0.719355
2025-01-26 0.181043 0.226965 0.287363 0.375211 0.504490 0.696373 1.021757
2025-02-02 0.171370 0.223875 0.297276 0.412282 0.598226 0.909030 1.528095
2025-02-09 0.160010 0.215851 0.297785 0.434237 0.673376 1.118501 2.156747
2025-02-16 0.149231 0.206662 0.294376 0.448262 0.737908 1.333898 2.963930
2025-02-23 0.137711 0.194637 0.284363 0.448519 0.776386 1.512501 3.850443
2025-03-02 0.123425 0.176647 0.262193 0.422899 0.756428 1.550298 4.355522
2025-03-09 0.114049 0.165486 0.249967 0.413438 0.767885 1.671561 5.319492
2025-03-16 0.106347 0.156276 0.239935 0.406386 0.782788 1.810185 6.587230
2025-03-23 0.101594 0.151464 0.236968 0.412713 0.830589 2.071776 9.049672
2025-03-30 0.094248 0.141654 0.223994 0.396405 0.818507 2.137594 10.526209
2025-04-06 0.086712 0.131299 0.209671 0.376634 0.796802 2.175860 12.127889
2025-04-13 0.080477 0.122829 0.198235 0.361909 0.786450 2.259039 14.635733
2025-04-20 0.079128 0.122795 0.202671 0.383122 0.883221 2.851581 27.465757
2025-04-27 0.079507 0.125848 0.213416 0.421208 1.047791 3.979997 78.120320
2025-05-04 0.078125 0.125527 0.217357 0.443805 1.175052 5.158437 249.986184
2025-05-11 0.076059 0.123733 0.218023 0.458251 1.281941 6.457260 1233.294406
2025-05-18 0.072986 0.119770 0.213661 0.458516 1.335765 7.495376 11946.945839
2025-05-25 0.068093 0.111973 0.200347 0.432118 1.271496 7.333806 32135.708052
2025-06-01 0.064840 0.107197 0.193280 0.422374 1.275804 7.924147 NaN
2025-06-08 0.062019 0.103101 0.187378 0.415113 1.289144 8.687140 NaN
2025-06-15 0.060376 0.101230 0.186270 0.421627 1.368968 10.590810 NaN